524_MiniProject
Unzipping.ipynb
The data was uploaded as a zipfile and this code was used to extract it.
Splitting.ipynb
This file was used to split the dataset into Train/Valid/Test.
Sorting.ipynb
This code was used to sort images into directories corresponding to their category.
Training.ipynb and Training_With_FaceCropping.ipynb
These files were used to train the model. One was trained with face cropping and one without.
Testing.ipynb
This code was used to test the accuracy of the models on their corresponding Test dataset (the one extracted from 'train')
Submitting.ipynb
This code uses the trained model to predict the labels of the test datset and create the appropriate submission file. Note that Training still has code related to facial cropping but this was not ulrimately used.